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AnctyEnly453
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analyze-reference

Analyze reference images to produce structured scene plans with terrain, objects, lighting, and camera settings.

Updated Aug 27, 2026
Search Tags:#game development#world-building#image analysis#scene planning#style identification
One-click install
npx skills add https://github.com/AnctyEnly453/simulator-game --skill analyze-reference
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-reference
Source: https://github.com/AnctyEnly453/simulator-game/tree/main/blender_skills/analyze-reference
Command: npx skills add https://github.com/AnctyEnly453/simulator-game --skill analyze-reference

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires imageio, opencv-python, numpy, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill converts reference images into structured scene plans, facilitating world-building and asset generation.

Core Features & Use Cases

  • Reference Image Analysis: Reads and interprets reference images to generate scene plans.
  • Style Identification: Matches reference images to style anchors for accurate metadata extraction.
  • Scene Planning: Outputs a detailed scene plan with terrain, objects, lighting, and camera settings.
  • Use Case: For a game developer looking to create a new world, this Skill can analyze a concept art image and provide a detailed plan for the terrain, objects, and lighting.

Quick Start

Analyze the reference image 'concept_art.png' to generate a scene plan.

Frequently Asked Questions about analyze-reference

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a scene plan from a concept art image?▼

To generate a scene plan from a concept art image, this Skill analyzes the reference image to extract structured metadata, including terrain, objects, lighting, and camera settings for world-building.

How does reference image style identification work for game world-building?▼

Style identification works by matching the provided reference image against predefined style anchors to accurately extract metadata and inform the structured scene planning process.

What image processing dependencies do I need to analyze reference images?▼

You need imageio, opencv-python, and numpy installed to process reference images and generate detailed scene plans with terrain, objects, lighting, and camera settings.

Can I extract camera and lighting settings from an existing reference image?▼

Yes, you can extract camera and lighting settings from a reference image, as the Skill interprets the visual data to output a comprehensive scene plan for asset generation.

What is the best way to convert reference images into structured terrain data?▼

The best way to convert reference images into structured terrain data is using an image analysis tool that matches image styles to anchors and outputs detailed world-building metadata.

Does this scene planning approach work with any concept art format?▼

The scene planning approach processes reference images readable by opencv-python and imageio, extracting style metadata and generating structured plans regardless of the specific concept art format.

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